DWLS – Cell-type Deconvolution using Single-cell RNA-sequencing data

DWLS

:: DESCRIPTION

DWLS (Dampened weighted least squares) is an estimation method for gene expression deconvolution, in which the cell-type composition of a bulk RNA-seq data set is computationally inferred.

::DEVELOPER

Guo-CHeng Yuan Lab

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Linux/Windows/MacOsX
  • R

:: DOWNLOAD

DWLS

:: MORE INFORMATION

Citation

Tsoucas D, Dong R, Chen H, Zhu Q, Guo G, Yuan GC.
Accurate estimation of cell-type composition from gene expression data.
Nature Communications. 10 (1), 2975 2019 Jul 5